Solutions Built to Move Real Estate Forward

Swarmalytics delivers modular, AI-powered tools designed for real estate professionals who make decisions at the parcel level. Whether you're sourcing land, pricing new builds, forecasting listings, or assessing market activity, our tools deliver focused intelligence faster, smarter, and grounded in real data.

Every tool works on its own. Together, they give your team a new kind of infrastructure: adaptable, predictive, and custom-fit for your real estate strategy.

Swarmalytics Tool Suite

Each tool can be implemented independently or layered into a custom solution.

Land Discovery

AI-powered parcel ranking, customized to your market.

Quickly identify the most promising parcels in any US geography using predictive models trained on real development outcomes. Customize filters by parcel type, size, zoning, infrastructure availability, school rankings, flood risk, and more.

Includes access to:

  • Parcel desirability scores

  • “Urban Report Card” breakdowns (growth, infrastructure, amenities)

  • Owner and contact information
    via     SwarmTrace

Comp Engine

Smarter comps, clearer decisions.

Go beyond square footage with AI-modeled predictions for sales price, listing price, and expected time on market. Evaluate future build performance based on real comps and historical market patterns without relying solely on MLS tools.

Ideal for:

  • Pre-construction pricing

  • Acquisition modeling

  • Investor pitch prep

Listing Radar (Beta)

Know who’s likely to list before they do.

Listing Radar forecasts which properties are likely to hit the market next, giving acquisition teams and forward-looking agents a critical timing advantage. Tap into AI-modeled behavioral signals across regions to prioritize outreach and pipeline building.

Need something tailored to your team or market?

We work directly with builders, developers, investors, and acquisition teams to deliver hybrid solutions—mixing our core tools with custom data layers, white-labeled dashboards, or scoped R&D.

This is ideal for teams that:

  • Operate across multiple regions

  • Have in-house analysts who need better source data

  • Want a competitive advantage in land strategy or pricing

And if you need a data layer or tool that doesn’t exist yet, we’ll build it. From zoning classification maps to permitting behavior models to specialized overlays, our team can create precision tools tailored to your strategy.

Recent examples include:

  • National zoning classification database

  • Aggregated parcel builder (grouping adjacent parcels for development feasibility)

  • Disaster risk overlays tied to parcel profiles

  • Permit-friendly municipality rankings

Custom Data Solutions

Ready to Unlock Better Decisions?

Talk to our team about your strategy. We’ll match you with the right tools, or help you build what’s missing.